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Software Engineer & AI/ML Specialist

Hi, I'm
V S Monish Kumar

Building intelligent systems — LLMs, RAG pipelines, computer vision & scalable APIs.

V S Monish Kumar — Profile Photo

Who I Am

V S Monish Kumar
1.6+ Years of Industry Experience

I'm V S Monish Kumar, a Software Engineer at Clustrex Data Private Limited, Chennai — specialising in AI/ML, computer vision, LLM systems, and full-stack development.

I've fine-tuned a 37B parameter LLM for resume parsing, built RAG-powered bots on Vertex AI, developed AI computer vision pipelines using Stable Diffusion, U-Net & SAM, and shipped cross-platform mobile apps with React Native.

I graduated with a 9.08 CGPA in Computer Science & Engineering from Prathyusha Engineering College and hold AWS certifications in Cloud & ML. I thrive at the intersection of research-grade AI and production-ready engineering.

CGPA
9.08
Experience
1.6+ Years
Speciality
AI / ML
Cloud
AWS & GCP

Experience

Associate System Engineer
IBM
June 2026 – Present Bangalore, India
Java · Spring Boot · Cloud · DevOps
Software Engineer
Clustrex Data Private Limited
July 2025 – June 2026 Chennai, India
  • Developed two Google Chat Bots on Vertex AI: a Policy Assistant Bot using RAG-based retrieval from structured corpora and an Office Management Bot automating attendance, leave tracking, and payroll summaries.
  • Designed and deployed scalable REST APIs using Flask and FastAPI with OTP-based authentication and Twilio integration.
  • Built cross-platform mobile applications using React Native with responsive UI and seamless backend API integration.
  • Deployed and managed production services on AWS & GCP; implemented automated backups, database optimization, monitoring, and secure code review practices.
  • Performed end-to-end testing including manual UI/UX validation and Playwright automation; tracked issues using Git and JIRA.
React Native · FastAPI · Flask · AWS · GCP · Vertex AI · Playwright
Software Engineer Intern
Clustrex Data Private Limited
Jan 2025 – June 2025 Chennai, India
  • Fine-tuned a 37B-parameter LLM-based resume parser using RAG pipelines, reducing manual parsing effort by ~80% and improving extraction accuracy across 500+ resumes.
  • Built AI-powered computer vision systems using Stable Diffusion, U-Net, and SAM for high-precision image segmentation, processing 1000+ images across multiple use cases.
Python · LLMs · RAG · Stable Diffusion · U-Net · SAM · Computer Vision
Research Intern
SSN College of Engineering
May 2024 – Jul 2024 Chennai, India
  • Built an IoT-based pedestrian detection system using YOLO and Arduino for real-time vehicle safety applications.
YOLO · IoT · Arduino · Python

Education

B.E. Computer Science & Engineering
Prathyusha Engineering College
2021 – 2025 Tamil Nadu, India
CGPA: 9.08
Class XII — Intermediate
Sri Vivekananda Junior College
2019 – 2021
914 / 1000
Class X — Secondary School Certificate
Camford English High School
2009 – 2019
CGPA: 10.0

Featured Work

LLM / NLP

LLM Resume Parser (37B)

Fine-tuned a 37B parameter LLM with RAG pipelines for intelligent resume parsing and structured data extraction at production scale.

LLM RAG Python FastAPI
Computer Vision

AI Computer Vision Pipeline

Production computer vision system using Stable Diffusion, U-Net and SAM (Segment Anything Model) for image generation and precision segmentation.

Stable Diffusion U-Net SAM
Chatbot / RAG

Google Chat Bot System

Policy Assistant Bot (RAG on Vertex AI) for intelligent policy retrieval, plus an Office Management Bot for leave, WFH & salary automation.

Vertex AI RAG GCP
Deep Learning

Emotion Detection — CV

Real-time emotion recognition system using computer vision techniques and deep learning for facial expression classification.

Python OpenCV Deep Learning
Data Analytics

Netflix Analytics Dashboard

Data analytics project exploring Netflix TV shows and movies dataset — trends, genre distributions, and release pattern insights.

Python Power BI Pandas Data Analytics
Machine Learning

Cat & Dog Image Classifier

CNN-based binary image classifier trained to distinguish between cats and dogs with high accuracy using TensorFlow.

TensorFlow CNN Python

Certificates

Certificate 1
Certificate 2
Certificate 3
Certificate 4
Certificate 5
Certificate 6
Certificate 7
Certificate 8
Certificate 9
Certificate 10
Certificate 11
Certificate 12
Certificate 13
Certificate 14
Certificate 15
Certificate 16
Certificate 17

Skills

AI / ML
Large Language Models RAG Pipelines Stable Diffusion SAM (Segment Anything) U-Net TensorFlow Scikit-Learn NLP
Dev & Tools
Python Java SQL Flask FastAPI React Native Android (Kotlin) REST APIs
Cloud & DevOps
AWS GCP Vertex AI Git JIRA ETL Playwright (QA)
Python92%
LLMs & RAG88%
Computer Vision85%
React Native & Mobile80%
AWS / GCP Cloud78%

Explore

Anchor

Clustrex 9-Year Anniversary — Anchor

Anchored the Clustrex 9-Year celebration, managing stage flow and audience engagement.

Next Node 2.0

Next Node 2.0

Invited as an alumnus speaker at Next Node 2.0 to share insights on emerging technologies.

Codeathon 4.0

Jury Member — Codeathon 4.0

Reviewed and evaluated projects as a jury member at Codeathon 4.0.

I Love Coding Contest

I Love Coding

Coding Contest — Organizing Team & Technical Committee.

Farewell Party

Farewell Party 2k24

Host & Anchor of the Farewell Ceremony.

Deck Genius

Deck Genius

Organizing Team Member.

Elevator Pitch

Event Coordinator

Codeathon 2.0 and 3.0 Technical team head and Problem Statement Prepared for various Domains.

GDSC Inauguration

GDSC Inauguration

Core Team Member — GDSC Prathyusha.

GDSC AIML Workshop

GDSC AIML Workshop

AIML Lead & Speaker.

World Programmers Day

World Programmers Day

Workshop Speaker.

Teachers Day

Teacher's Day

Event Organizing Team.

Crack the Code

Crack the Code

Speaker — Conquering Exam Stress & Time Constraints.

Let's Connect

V S Monish Kumar

I'm currently open to full-time roles, freelance projects, and interesting collaborations. Drop me a message and I'll get back within 24 hours.

Location
Chennai, Tamil Nadu
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